Distinguishing Brain Metastasis Progression From Radiation Effects After Stereotactic Radiosurgery Using Longitudinal GRASP Dynamic Contrast-Enhanced MRI

被引:2
|
作者
Berger, Assaf [1 ,3 ]
Lee, Matthew D. [2 ]
Lotan, Eyal [2 ]
Block, Kai Tobias [2 ]
Fatterpekar, Girish [2 ]
Kondziolka, Douglas [1 ]
机构
[1] NYU, NYU Langone Hlth Med Ctr, Dept Neurol Surg, New York, NY USA
[2] NYU, NYU Langone Hlth Med Ctr, Dept Radiol, New York, NY USA
[3] NYU, NYU Langone Med Ctr, Ctr Adv Radiosurg, 530 First Ave, New York, NY 10016 USA
基金
美国国家卫生研究院;
关键词
Brain metastases; Radiation necrosis; Stereotactic radiosurgery; MRI; TUMOR RECURRENCE; NECROSIS; INJURY; RADIONECROSIS;
D O I
10.1227/neu.0000000000002228
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
BACKGROUND:Differentiating brain metastasis progression from radiation effects or radiation necrosis (RN) remains challenging. Golden-angle radial sparse parallel (GRASP) dynamic contrast-enhanced MRI provides high spatial and temporal resolution to analyze tissue enhancement, which may differ between tumor progression (TP) and RN.OBJECTIVE:To investigate the utility of longitudinal GRASP MRI in distinguishing TP from RN after gamma knife stereotactic radiosurgery (SRS).METHODS:We retrospectively evaluated 48 patients with brain metastasis managed with SRS at our institution from 2013 to 2020 who had GRASP MRI before and at least once after SRS. TP (n = 16) was pathologically confirmed. RN (n = 16) was diagnosed on either resected tissue without evidence of tumor or on lesion resolution on follow-up. As a reference, we included a separate group of patients with non-small-cell lung cancer that showed favorable response with tumor control and without RN on subsequent imaging (n = 16). Mean contrast washin and washout slopes normalized to the superior sagittal sinus were compared between groups. Receiver operating characteristic analysis was performed to determine diagnostic performance.RESULTS:After SRS, progression showed a significantly steeper washin slope than RN on all 3 follow-up scans (scan 1: 0.29 +/- 0.16 vs 0.18 +/- 0.08, P = .021; scan 2: 0.35 +/- 0.19 vs 0.18 +/- 0.09, P = .004; scan 3: 0.32 +/- 0.12 vs 0.17 +/- 0.07, P = .002). No significant differences were found in the post-SRS washout slope. Post-SRS washin slope differentiated progression and RN with an area under the curve (AUC) of 0.74, a sensitivity of 75%, and a specificity of 69% on scan 1; an AUC of 0.85, a sensitivity of 92%, and a specificity of 69% on scan 2; and an AUC of 0.87, a sensitivity of 63%, and a specificity of 100% on scan 3.CONCLUSION:Longitudinal GRASP MRI may help to differentiate metastasis progression from RN.
引用
收藏
页码:497 / 506
页数:10
相关论文
共 50 条
  • [1] DIFFERENTIATING RECURRENT BRAIN METASTASIS FROM RADIATION NECROSIS FOLLOWING GAMMA KNIFE RADIOSURGERY USING DYNAMIC SUSCEPTIBILITY-WEIGHTED CONTRAST-ENHANCED PERFUSION MRI
    Barajas, Ramon
    Chang, Jamie
    Sneed, Patricia
    Medermott, Michael
    Cha, Soonmee
    NEURO-ONCOLOGY, 2008, 10 (05) : 896 - 896
  • [2] Early response assessment after CyberKnife stereotactic radiosurgery for symptomatic vertebral hemangioma by quantitative parameters from dynamic contrast-enhanced MRI
    Yongye Chen
    Enlong Zhang
    Qizheng Wang
    Huishu Yuan
    Hongqing Zhuang
    Ning Lang
    European Spine Journal, 2021, 30 : 2867 - 2873
  • [3] Early response assessment after CyberKnife stereotactic radiosurgery for symptomatic vertebral hemangioma by quantitative parameters from dynamic contrast-enhanced MRI
    Chen, Yongye
    Zhang, Enlong
    Wang, Qizheng
    Yuan, Huishu
    Zhuang, Hongqing
    Lang, Ning
    EUROPEAN SPINE JOURNAL, 2021, 30 (10) : 2867 - 2873
  • [4] Tumor Habitat Analysis Using Longitudinal Physiological MRI to Predict Tumor Recurrence After Stereotactic Radiosurgery for Brain Metastasis
    Lee, Da Hyun
    Park, Ji Eun
    Kim, NakYoung
    Park, Seo Young
    Kim, Young-Hoon
    Cho, Young Hyun
    Kim, Jeong Hoon
    Kim, Ho Sung
    KOREAN JOURNAL OF RADIOLOGY, 2023, 24 (03) : 235 - 246
  • [5] Prediction of treatment response after stereotactic radiosurgery of brain metastasis using deep learning and radiomics on longitudinal MRI data
    Cho, Se Jin
    Cho, Wonwoo
    Choi, Dongmin
    Sim, Gyuhyeon
    Jeong, So Yeong
    Baik, Sung Hyun
    Bae, Yun Jung
    Choi, Byung Se
    Kim, Jae Hyoung
    Yoo, Sooyoung
    Han, Jung Ho
    Kim, Chae-Yong
    Choo, Jaegul
    Sunwoo, Leonard
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [6] Use of dynamic contrast-enhanced MRI for the early assessment of outcome of CyberKnife stereotactic radiosurgery for patients with spinal metastases
    Chen, Y.
    Zhang, E.
    Wang, Q.
    Yuan, H.
    Zhuang, H.
    Lang, N.
    CLINICAL RADIOLOGY, 2021, 76 (11) : 864.e1 - 864.e6
  • [7] Comparison of Glioblastomas and Brain Metastases using Dynamic Contrast-Enhanced Perfusion MRI
    Jung, Brian C.
    Arevalo-Perez, Julio
    Lyo, John K.
    Holodny, Andrei I.
    Karimi, Sasan
    Young, Robert J.
    Peck, Kyung K.
    JOURNAL OF NEUROIMAGING, 2016, 26 (02) : 240 - 246
  • [8] KINETIC MEASURES FOR DISTINGUISHING VULNERABLE FROM STABLE ATHEROSCLEROTIC PLAQUE WITH DYNAMIC CONTRAST-ENHANCED MRI
    Qin, Zengchang
    Wang, Yaping
    Zhang, Wanshu
    Chen, Jianhui
    Wan, Tao
    2017 24TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2017, : 3854 - 3858
  • [9] Differentiation of infective from neoplastic brain lesions by dynamic contrast-enhanced MRI
    Haris, Mohammad
    Gupta, Rakesh Kumar
    Singh, Anup
    Husain, Nuzhat
    Husain, Mazhar
    Pandey, Chandra Mohan
    Srivastava, Chhitij
    Behari, Sanjay
    Rathore, Ram Kishore Singh
    NEURORADIOLOGY, 2008, 50 (06) : 531 - 540
  • [10] Differentiation of infective from neoplastic brain lesions by dynamic contrast-enhanced MRI
    Mohammad Haris
    Rakesh Kumar Gupta
    Anup Singh
    Nuzhat Husain
    Mazhar Husain
    Chandra Mohan Pandey
    Chhitij Srivastava
    Sanjay Behari
    Ram Kishore Singh Rathore
    Neuroradiology, 2008, 50